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Dataset statistics
Variable types
Alerts
"Area mean", "Area se", "Area worst",
"Compactness mean", "Compactness se", "Compactness worst",
"Concave points mean", "Concave points se", "Concave points worst",
"Concavity mean", "Concavity se", "Concavity worst",
"Fractal dimension mean", "Fractal dimension se", "Fractal dimension worst"]
"ID number", "Diagnosis",
"Perimeter mean", "Perimeter se", "Perimeter worst",
"Radius mean", "Radius se", "Radius worst",
"Smoothness mean", "Smoothness se", "Smoothness worst",
"Symmetry mean", "Symmetry se", "Symmetry worst",
Reproduction
df.columns = [Real number (ℝ)
Quantile statistics
Descriptive statistics
"ID number", "Diagnosis",Real number (ℝ)
High correlation 
"Radius mean", "Radius se", "Radius worst",Real number (ℝ)
"Texture mean", "Texture se", "Texture worst",Real number (ℝ)
"Perimeter mean", "Perimeter se", "Perimeter worst",Real number (ℝ)
"Area mean", "Area se", "Area worst",Real number (ℝ)
"Smoothness mean", "Smoothness se", "Smoothness worst",Real number (ℝ)
"Compactness mean", "Compactness se", "Compactness worst",Real number (ℝ)
"Concavity mean", "Concavity se", "Concavity worst",Real number (ℝ)
High correlation  Zeros 
"Concave points mean", "Concave points se", "Concave points worst",Real number (ℝ)
"Symmetry mean", "Symmetry se", "Symmetry worst",Real number (ℝ)
"Fractal dimension mean", "Fractal dimension se", "Fractal dimension worst"]Real number (ℝ)